{"id":"W2135465048","doi":"10.1603/ec12085","title":"A New Approach for the Identification of Aphid Vectors (Hemiptera: Aphididae) of Potato Virus Y","year":2012,"lang":"en","type":"article","venue":"Journal of Economic Entomology","topic":"Plant Virus Research Studies","field":"Agricultural and Biological Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Potato virus Y; Biology; Aphididae; Aphid; Hemiptera; Potyvirus; Macrosiphum euphorbiae; Virology; Botany; Plant virus; PEST analysis; Virus; Homoptera","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004383108,0.0007048058,0.0006272741,0.003089807,0.000729995,0.0007377758,0.0004761583,0.0008213651,0.001613763],"category_scores_gemma":[0.0009393172,0.0002906265,0.0004502089,0.0007772838,0.0005750092,0.001235329,0.001111326,0.0008248275,0.0009795841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002255443,"about_ca_system_score_gemma":0.0003844544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001149475,"about_ca_topic_score_gemma":0.002474222,"domain_scores_codex":[0.9993083,0.0001019347,0.00006224047,0.0002866947,0.0001681466,0.00007271071],"domain_scores_gemma":[0.9992694,0.0002099493,0.0001402353,0.0001042518,0.000182641,0.00009350453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001194861,0.00009850035,0.01745692,0.0002223778,0.00004253844,0.0002275975,0.0003681639,0.00008734324,0.9327767,0.0002376163,0.0001935637,0.04816904],"study_design_scores_gemma":[0.0001645684,0.004082861,0.3815291,0.0004041349,0.0007102941,0.01950902,0.002876239,0.0201141,0.5207769,0.003487808,0.0460443,0.000300639],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7489837,0.006175754,0.2264304,0.000546433,0.0004838202,0.001171502,0.003366979,0.00080487,0.01203649],"genre_scores_gemma":[0.5797185,0.003401349,0.4035769,0.0005060839,0.000147487,0.0009657543,0.002771196,0.00008612527,0.008826517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003089807,"threshold_uncertainty_score":0.005398571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05412904590206009,"score_gpt":0.2910395636052417,"score_spread":0.2369105177031817,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}